Author

Kevin Luxem

German Center for Neurodegenerative DiseasesORCID 0000-0001-9298-0314Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Falko Fuhrmann· 1 shared Johannes Kürsch· 1 shared Jorge J. PalopiD· 1 shared Pavol BaueriD· 1 shared Petra MocelliniD· 1 shared Stefan RemyiD· 1 shared Stephanie R. MilleriD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Falko Fuhrmann

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1 paper

Recent·Most cited

NeuroscienceCommunications BiologyPeer-reviewedNov 18, 2022

Identifying Behavioral Structure from Deep Variational Embeddings of Animal Motion

Kevin Luxem, Petra Mocellin, Falko Fuhrmann…·Pavol Bauer

The paper introduces VAME, a deep learning framework for identifying hierarchical behavioral structures from animal motion data, demonstrating its ability to detect discrete motifs and community-specific usage patterns in mouse models.

218 citationstop 1%

mouseimaging

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